AI agents that trigger real-world changes need more than confidence scores. A durable change-control gate should recheck policy, require approval for consequential actions, enforce idempotency and verify the result before retrying.
When the Message Broker Becomes the Bottleneck: Scaling Push and SMS With MongoDB Polling
A back-end team extracted notification delivery from a large Ruby monolith into a centralized Go service, only to discover that their shared RabbitMQ cluster could not reliably support the new […]
5 Key Aspects of High Fidelity DevOps
As much as we talk about how we should have shared goals spanning Dev and Ops, it’s not nearly as easy as it sounds. To fuel a DevOps culture, we […]
